TokenBar: AI Token Usage and Quota Monitor for macOS Menu Bar — Tracks 25+ Agents Locally

TokenBar: AI Token Usage and Quota Monitor for macOS Menu Bar — Tracks 25+ Agents Locally

TokenBar is a free, open-source macOS menu bar application that tracks AI token usage and API spending across 25+ coding agents entirely on your local machine. Built as a native Swift rewrite of the earlier Tauri-based tokcat, TokenBar gives developers real-time visibility into how many tokens Claude Code, Codex, Cursor, Copilot, Gemini CLI, and two dozen other agents consume — without sending any data to external servers or requiring an account. ...

August 2, 2026 · 11 min · baeseokjae
Running AI Agents on Gemini Free Tier: Build a One-Person Company at $0/Month

Running AI Agents on Gemini Free Tier: Build a One-Person Company at $0/Month

Introduction — The $0/Month AI Company Is Real Yes, you can run a full fleet of AI agents on Google’s Gemini 2.5 Flash free tier at absolutely zero monthly cost. A solo developer in Taiwan proved this by building a 4-agent company — CEO, Social Media Manager, Security Monitor, and Advisor — that executes 105 automated tasks every day using only 7% of the free tier’s 1,500 daily request limit. With total infrastructure costs of roughly $5 per month (Vercel Hobby plan and Firebase free tier), this architecture demonstrates that a one-person AI-powered business is not a futuristic fantasy but a practical reality available today. ...

August 1, 2026 · 13 min · baeseokjae
BrowserAct Skills Review 2026: Browser Layer for Your AI Agent

BrowserAct Skills Review 2026: The Browser Layer for Your AI Agent

BrowserAct is an open-source browser automation platform purpose-built for AI agents, offering anti-detection capabilities, persistent session management, parallel execution, and a SkillHub marketplace with over 100,000 reusable skills. Unlike traditional testing frameworks or data extraction tools, BrowserAct solves the “last mile” problem of AI agents: actually executing actions inside real, protected, and dynamic web interfaces without getting blocked, losing state, or breaking on every page change. What Is BrowserAct? — The Browser Layer for AI Agents BrowserAct positions itself as a new category of infrastructure: the browser layer for AI agents. While most AI agent frameworks focus on reasoning, planning, and tool calling, they consistently fail at the execution layer — actually navigating real websites that employ Cloudflare, reCAPTCHA, Datadome, login walls, and session timeouts. ...

July 31, 2026 · 11 min · baeseokjae
Macro Review 2026: The Unified Open-Source System for Email, Chat, Tasks, Docs, and AI Agents

Macro Review 2026: The Unified Open-Source System for Email, Chat, Tasks, Docs, and AI Agents

Macro is an open-source (AGPLv3) all-in-one workspace that replaces email, team chat, task management, documents, CRM, calls, pull requests, file storage, and AI agents with a single unified system. Built in Rust and TypeScript and backed by $30M from a16z, Macro aims to be the command center for modern companies — eliminating the need to juggle five or more separate SaaS tools. What is Macro? — Overview of the All-in-One Open-Source Workspace Macro, founded by a team that previously relied on Superhuman, Slack, Notion, HubSpot, and Linear simultaneously, was born from a simple frustration: too many tools, too much context-switching, and no unified view of the business. The founders set out to build what they describe as an “operating system for a company” — a single workspace where every business function lives under one roof. ...

July 31, 2026 · 13 min · baeseokjae
Succubus: Cross-Agent Coordination Daemon for AI Coding Agents — Full Review

Succubus: Cross-Agent Coordination Daemon for AI Coding Agents — Full Review

What is Succubus? Succubus is an open-source, single-binary daemon written in Go that coordinates multiple AI coding agents working on the same repository. It prevents the “blind multi-agent” problem — where two or more AI agents edit the same files without knowing about each other — by providing file claims with lease-based locking, a shared task board, inter-agent communication, and a real-time dashboard. Created by enowx labs and released on July 28, 2026, Succubus supports eight different AI coding tools including Claude Code, Codex CLI, Gemini CLI, Cursor CLI, and Aider, and integrates via both MCP server and mandatory lifecycle hooks. ...

July 30, 2026 · 12 min · baeseokjae
Uv 0.12 Python Package Manager — Astral's Speed Demon Gets Smarter and Safer

Uv 0.12 Python Package Manager: Astral's Speed Demon Gets Smarter and Safer

Uv 0.12.0, released July 28, 2026 by Astral, is the most significant update yet for the Rust-based Python package manager that has taken the Python community by storm. With over 14 breaking changes, stricter security validation, a new default src/ project layout, and continued 10-100x speed advantages over pip, uv 0.12.0 marks a clear transition from experimental speed demon to production-grade package management tool. What is uv? — The All-in-One Python Package Manager Uv is a unified Python package and project manager written in Rust by Astral, the same company behind the Ruff linter. First released on October 2, 2023, uv has rapidly grown to replace an entire ecosystem of Python tooling: pip, pip-tools, pipx, poetry, pyenv, and virtualenv — all in a single binary. As of July 2026, uv has amassed 88,036 stars on GitHub with 3,406 forks, making it one of the most popular Python tools ever created. ...

July 29, 2026 · 11 min · baeseokjae
BeHive Review 2026: Open-Source MCP-Native Deep Research Engine for Structured Knowledge Extraction

BeHive Review 2026: Open-Source MCP-Native Deep Research Engine for Structured Knowledge Extraction

BeHive is an open-source, MCP-native deep research engine that transforms how AI agents and developers extract structured knowledge from the web. Unlike traditional research tools that produce plain text reports, BeHive generates quality-scored knowledge graphs — complete with entities, relationships, and deduplicated claims — by orchestrating 70+ specialized API sources through a five-stage pipeline. It is free under the MIT license and costs only your LLM API tokens to run. ...

July 28, 2026 · 13 min · baeseokjae
Draw Your Font: Turn Handwriting into a Real Font with Claude Code

Draw Your Font: Turn Handwriting into a Real Font with Claude Code

What Is draw-your-font and Why Does It Matter? draw-your-font is an open-source Node CLI tool that turns a photo of your handwriting into a working TTF, WOFF, or WOFF2 font using Claude Code’s AI capabilities. Released in July 2026, it reached 410 GitHub stars in its first six days and is completely free — no subscriptions, no uploads, no design experience required. Unlike services like Calligraphr ($8/month) or Fontself ($49 + Adobe CC), draw-your-font runs entirely on your local machine, preserving your privacy while giving you a real, installable font in minutes. ...

July 28, 2026 · 10 min · baeseokjae
Teach Yourself Skill Course Creator — Open-Source Self-Learning Platform Comparison

Teach Yourself Skill Course Creator: The Best Open-Source Self-Learning Platforms in 2026

Introduction — The Rise of Open-Source Self-Learning Course Creators The way developers learn new skills has fundamentally changed. Instead of enrolling in expensive bootcamps or subscribing to monthly platforms, a growing number of self-taught engineers are turning to open-source course creator tools that let them build, host, and share their own learning paths. A teach yourself skill course creator is an open-source platform that enables developers to design interactive courses, auto-grade code exercises, visualize skill trees, and even generate AI-powered lessons — all while retaining full control over their data and infrastructure. This article reviews the top open-source tools in 2026 for building self-learning courses, comparing features, community adoption, and real-world use cases. ...

July 27, 2026 · 10 min · baeseokjae
Stormy Cookbook: The Open-Source Social Data API and MCP Server for AI Agents

Stormy Cookbook: The Open-Source Social Data API and MCP Server for AI Agents

What Is Stormy Cookbook? Stormy Cookbook is an open-source project launched on July 27, 2026, that provides a unified REST API and Model Context Protocol (MCP) server for accessing social media data across six major platforms: TikTok, YouTube, Instagram, X (Twitter), LinkedIn, and Reddit. Instead of managing six separate API integrations with different authentication schemes, rate limits, and data formats, developers and AI agents can use Stormy as a single endpoint for social data. The project is MIT-licensed, has already gained 72 GitHub stars on launch day, and ships with 10 copy-pasteable recipes for common social data workflows. ...

July 27, 2026 · 11 min · baeseokjae